Built for the line types that change the most
Robai performs where rigid scripting breaks down: when parts shift and fixtures rotate.
Lines that switch SKUs and fixtures mid-shift
Assembly lines in consumer electronics, appliances, and automotive parts run dozens of SKU variants per quarter. Each variant means a different fixture orientation, different part geometry, and a different sequence of motions. Traditional robots are reprogrammed for each variant, costing days per switch.
With Robai, a technician demonstrates the new orientation once. The robot handles the rest of that production run autonomously, adapting to normal part tolerances and fixture variation without intervention.
Visual inspection where the defect location varies per part
Inspection tasks are notoriously hard to script: the defect can appear at any point on the part surface, and the robot must decide where to look and how to probe. Template matching breaks when part positioning varies by a few millimeters.
Robai learns the inspection sweep and rework motion from a technician demonstration, then executes with real-time perception to handle position variation. One demonstration per inspection task type.
Pick-and-place across part variants and changing bin layouts
Bin picking at scale fails when the bin is loaded differently each shift. Fixed scripts assume consistent part orientation; real bins don't deliver that. Coordinating bin layout with robot programming adds a coordination overhead that scales poorly with part variety.
Robai handles bin variation within a demonstrated grasp envelope without retraining. Demonstrate the task once per grasp type; the robot adapts to bin orientation changes and mixed-part bins autonomously.
Find your line type
Ask a Robai engineer whether demonstration learning fits your setup and what to expect from a pilot.